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Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation CVPR 2025 Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models CVPR 2025 Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025 SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025 Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models IJCNLP 2025 Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation AACL 2025 Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks ICLR 2025 Six-CD: Benchmarking Concept Removals for Text-to-image Diffusion Models CVPR 2025 SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models CVPR 2025 SlerpFace: Face Template Protection via Spherical Linear Interpolation AAAI 2025 Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models EMNLP 2025 SparsyFed: Sparse Adaptive Federated Learning ICLR 2025 Speech Watermarking with Discrete Intermediate Representations AAAI 2025 Split Adaptation for Pre-trained Vision Transformers CVPR 2025 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025 Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack ACL 2025 Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025 StyleKeeper: Prevent Content Leakage using Negative Visual Query Guidance ICCV 2025 SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025 SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment ACL 2025 Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs IJCNLP 2025 SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025 TabWak: A Watermark for Tabular Diffusion Models ICLR 2025 TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity ICCV 2025 Targeted Attack Improves Protection against Unauthorized Diffusion Customization ICLR 2025